Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9448276 | 0.9788057 | 0.9547992 | 0.0588303 | 0.8961913 |
| bt | 0.8298851 | 0.8743169 | 0.9366859 | 0.1408391 | 0.5913875 |
| maxnet | 0.6597701 | 0.7584807 | 0.9720586 | 0.2237384 | 0.4247924 |
| gam | 0.7356322 | 0.7808294 | 0.9753118 | 0.1738616 | 0.4532503 |
| glm | 0.6873563 | 0.7273440 | 0.7659706 | 0.1920464 | 0.4079324 |